TempDiff: Temporal Difference-Based Feature Map-Level Sparsity Induction in CNNs with <4% Memory Overhead. - Udari De Alwis; Massimo Alioto (AICAS, 2021)

TempDiff: Feature Map-Level CNN Sparsity Enhancement at Near-Zero Memory Overhead via Temporal Difference. - Udari De Alwis; Massimo Alioto (IEEE J. Emerg. Sel. Topics Circuits Syst., 2021)

Temporal Redundancy-Based Computation Reduction for 3D Convolutional Neural Networks. - Udari De Alwis; Massimo Alioto (AICAS, 2022)

Architecture for 3D Convolutional Neural Networks Based on Temporal Similarity Removal. - Udari De Alwis; Massimo Alioto (ICECS 2022, 2022)

Temporal Similarity-Based Computation Reduction for Video Transformers in Edge Camera Nodes. - Udari De Alwis; Zhongheng Xie; Massimo Alioto (AICAS, 2023)

Performance Modeling and Workload Analysis of Distributed Large Language Model Training and Inference. - Joyjit Kundu; Wenzhe Guo; Ali BanaGozar; Udari De Alwis; Sourav Sengupta 001; Puneet Gupta; Arindam Mallik (IISWC, 2024)